8.1Why Guardrails Are Non-Negotiable

Unconstrained agents are dangerous. They can run indefinitely, access resources they should not, produce non-deterministic results, and consume unbounded tokens. A well-designed test harness constrains the agent while preserving its ability to adapt.

The principle: freedom within boundaries. The agent operates freely inside the guardrails, but the guardrails are hard limits that cannot be exceeded.